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Salesforce Data Architect Exam Questions

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Description

Exam Name: Salesforce Certified Data Architect
Exam Code: Data Architect

Related Certification(s):

  • Salesforce Architect Certifications
  • Salesforce Data Architect Certifications
Certification Provider: Salesforce
Actual Exam Duration: 105 Minutes
Number of Data Architect practice questions in our database: 257 (updated: Jan. 16, 2025)

Expected Data Architect Exam Topics, as suggested by Salesforce :

  • Module 1: Data modeling/Database Design: This topic covers various techniques and considerations for designing a data model for the Customer 360 platform. It also focuses on approaches to designing a scalable data model that obeys the current security and sharing model. The topic also compares and contrasts techniques for capturing and managing business and technical metadata, as well as the reasons for implementing Big Objects vs Standard/Custom objects and approaches to avoid data skew.
  • Module 2: Master Data Management: This topic covers the various techniques, approaches, and considerations to implement Master Data Management Solutions, and techniques for establishing a “golden record” or “system of truth” for the customer domain. It also discusses approaches and techniques for consolidating data attributes and maintaining customer reference and metadata.
  • Module 3: Salesforce Data Management: This topic covers the appropriate combination of Salesforce license types, techniques to ensure data is persisted in a consistent manner, and approaches to represent a single view of the customer on the Salesforce platform. It also covers techniques to effectively consolidate and leverage data from multiple Salesforce instances.
  • Module 4: Data Governance: This topic covers the approach for designing a GDPR compliant data model, including identifying, classifying, and protecting personal and sensitive information. It also delves into as well different approaches and considerations to design and implement an enterprise data governance program.
  • Module 5: Large Data Volume considerations: It covers the design of a data model that scales considering large data volume and solution performance, a data archiving and purging plan, and the use of virtualised data options.
  • Module 6: Data Migration: This topic covers suitable techniques and methods to make sure high data quality at load time, different strategies to improve performance when migrating large data volumes into Salesforce, and various techniques and considerations to export data from Salesforce.

Description

Exam Name: Salesforce Certified Data Architect
Exam Code: Data Architect

Related Certification(s):

  • Salesforce Architect Certifications
  • Salesforce Data Architect Certifications
Certification Provider: Salesforce
Actual Exam Duration: 105 Minutes
Number of Data Architect practice questions in our database: 257 (updated: Jan. 16, 2025)

Expected Data Architect Exam Topics, as suggested by Salesforce :

  • Module 1: Data modeling/Database Design: This topic covers various techniques and considerations for designing a data model for the Customer 360 platform. It also focuses on approaches to designing a scalable data model that obeys the current security and sharing model. The topic also compares and contrasts techniques for capturing and managing business and technical metadata, as well as the reasons for implementing Big Objects vs Standard/Custom objects and approaches to avoid data skew.
  • Module 2: Master Data Management: This topic covers the various techniques, approaches, and considerations to implement Master Data Management Solutions, and techniques for establishing a “golden record” or “system of truth” for the customer domain. It also discusses approaches and techniques for consolidating data attributes and maintaining customer reference and metadata.
  • Module 3: Salesforce Data Management: This topic covers the appropriate combination of Salesforce license types, techniques to ensure data is persisted in a consistent manner, and approaches to represent a single view of the customer on the Salesforce platform. It also covers techniques to effectively consolidate and leverage data from multiple Salesforce instances.
  • Module 4: Data Governance: This topic covers the approach for designing a GDPR compliant data model, including identifying, classifying, and protecting personal and sensitive information. It also delves into as well different approaches and considerations to design and implement an enterprise data governance program.
  • Module 5: Large Data Volume considerations: It covers the design of a data model that scales considering large data volume and solution performance, a data archiving and purging plan, and the use of virtualised data options.
  • Module 6: Data Migration: This topic covers suitable techniques and methods to make sure high data quality at load time, different strategies to improve performance when migrating large data volumes into Salesforce, and various techniques and considerations to export data from Salesforce.

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Q1. A national nonprofit organization is using Salesforce to recruit members. The recruitment process requires a member to be matched with a volunteer opportunity. Given the following: 1. A record is created in Project__ c and used to track the project through completion. 2. The member may then start volunteering and is required to track their volunteer hours, which is stored in VTOTime_c object related to the project. 3. Ability to view or edit the VTOTime__c object needs to be the same as the Project__ c record. 4. Managers must see total hours volunteered while viewing the Project__ c record. Which data relationship should the data architect use to support this requirement when creating the custom VTOTime__c object?

A.Lookup Field on Project_c to VTOTime_c displaying a list of VTOTime__c in a related list.

B. Lookup field on VTOTime_c to Project_c with formula filed on Project__ c showing Sum of hours from VTOTime__c records.

C. Master Detail Field on VTOTime_ c to Project_c with rollup summary field on Project __c showing sum of hours from VTOTime_c records.

D. Master Detail field on Project _c to VTOTime _c showing a list of VTOTime_c Records in a related list.

Correct Answer: C

Q2. Northern Trail Outfitters needs to implement an archive solution for Salesforce dat a. This archive solution needs to help NTO do the following: 1. Remove outdated Information not required on a day-to-day basis. 2. Improve Salesforce performance. Which solution should be used to meet these requirements?

A.Identify a location to store archived data and use scheduled batch jobs to migrate and purge the aged data on a nightly basis,

B. Identify a location to store archived data, and move data to the location using a time-based workflow.

C. Use a formula field that shows true when a record reaches a defined age and use that field to run a report and export a report into SharePoint.

D. Create a full copy sandbox, and use it as a source for retaining archived data.

Correct Answer: A

Q3. Universal Containers has been a customer of Salesforce for 10 years. Currently they have 2 million accounts in the system. Due to an erroneous integration built 3 years ago, it is estimated there are 500,000 duplicates in the system. Which solution should a data architect recommend to remediate the duplication issue?

A.Develop an ETL process that utilizers the merge API to merge the duplicate records

B. Utilize a data warehouse as the system of truth

C. Extract the data using data loader and use excel to merge the duplicate records

D. Implement duplicate rules

Correct Answer: D

Q4. Which API should a data architect use if exporting 1million records from Salesforce?

A.Bulk API

B. REST API

C. Streaming API

D. SOAP API

Correct Answer: A

Q5. Northern Trail Outfitters would like to report on the type of customers. A custom field for customer type was created in Account object. Users need to be limited to the following defined choices when entering information in this field: 1. High Value 2. Medium Value 3. Low Value Which strategy should a data architect recommend to configure customer type?

A.Lookup to a custom object with defined choices.

B. Single-select restricted picklist with defined choices.

C. Provide help text to guide users with defined choices.

D. Create a validation rule to limit entry to defined choices.

Correct Answer: B

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